Junxiu Liu

145 papers A 1B 6C 6Misc 3Journal 89Unranked 39
YearRankTypeTitle / Venue / Authors
2026 J jnl
A hybrid quantum-chaotic encryption scheme for multi-scenario data security.
Expert Syst. Appl.
Yuling Luo, Yunhua Ding, Xue Ouyang, Qiang Fu, Sheng Qin, Junxiu Liu, Yanyan Xu
2026 J jnl
Encoder-decoder based watermarking for federated learning models.
Future Gener. Comput. Syst.
Yuling Luo, Yuanze Li, Xue Ouyang, Siyuan Zu, Zhaohui Chen, Qiang Fu, Sheng Qin, Junxiu Liu
2026 J jnl
Energy-Efficient Task Offloading and DNN Inference in Dynamic STAR-RIS Assisted MEC With Decomposition-Based DRL.
IEEE Trans. Wirel. Commun.
Yiting Huang, Baoshan Lu, Yuling Luo, Junli Fang, Qiang Fu, Sheng Qin, Junxiu Liu
2026 J jnl
Failure Detection With Zero-Shot Error Correction in Robotic Manipulation.
IEEE Robotics Autom. Lett.
Haojie Luo, Xizhou Bu, Hongbo Wang, Shijie Guo, Junxiu Liu, Wei Li
2026 J jnl
Image cryptosystem based on hyper-chaos and optimized typhoon wind field model.
J. King Saud Univ. Comput. Inf. Sci.
Xue Ouyang, Shunbin Tang, Qi Zeng, Qiang Fu, Sheng Qin, Junxiu Liu, Yuling Luo
2026 J jnl
Relevance-based adaptive differential private spiking neural networks.
Expert Syst. Appl.
Junxiu Liu, Xiwen Luo, Qiang Fu, Yuling Luo, Sheng Qin, Xue Ouyang
2026 J jnl
Robust image steganography based on residual and multi-attention enhanced Generative Adversarial Networks.
Displays
Yuling Luo, Zhaohui Chen, Baoshan Lu, Yiting Huang, Qiang Fu, Sheng Qin, Junxiu Liu
2026 J jnl
Side Channel Attacks on Resource-Constrained Devices Enabled Through Secure Cloud Outsourcing.
IEEE Trans. Cloud Comput.
Yuling Luo, Qiuhui Li, Shunsheng Zhang, Junxiu Liu, Sheng Qin, Qiang Fu, Zhen Min
2026 J jnl
Style transfer image steganography based on GANs with frequency domain attention and autoencoder networks.
Appl. Soft Comput.
Yuling Luo, Zhaohui Chen, Baoshan Lu, Yiting Huang, Qiang Fu, Sheng Qin, Junxiu Liu
2025 J jnl
A Secure Storage and Verification Framework Based on Consortium Blockchain for Engineering Education Accreditation Data.
Comput. Mater. Continua
Yuling Luo, Xiaoguang Lin, Junxiu Liu, Qiang Fu, Sheng Qin, Zhen Min, Tinghua Hu
2025 J jnl
A compact hardware STBCS design by using stochastic computation.
Cybersecur.
Junxiu Liu, Zhewei Liang, Yuling Luo, Qiang Fu, Sheng Qin, Junjie Liu
2025 J jnl
A survey on learning with noisy labels in Natural Language Processing: How to train models with label noise.
Eng. Appl. Artif. Intell.
Han Zhang, Yazhou Zhang, Jiajun Li, Junxiu Liu, Lixia Ji
2025 — conf
Autonomous Learning Mobile Robots Inspired by Biological Reward Strategies.
ICIC (14)
Junxiu Liu, Changyong Yang, Qiang Fu, Yuling Luo, Sheng Qin, Xue Ouyang
2025 J jnl
Characterization and evaluation of the viscoelastic models for normal and bruised apple pulp.
Comput. Electron. Agric.
Changsu Xu, Puzan Zhang, Xiangfei Huang, Junxiu Liu, Yunwu Li
2025 B conf
Compacting Side-Channel Measurements With Peak-Anchor-Based Alignment.
TrustCom
Yuling Luo, Minjiao Pei, Shunsheng Zhang, Xue Ouyang, Qiang Fu, Sheng Qin, Junxiu Liu
2025 J jnl
DPO-Face: Differential privacy obfuscation for facial sensitive regions.
Comput. Secur.
Yuling Luo, Tinghua Hu, Xue Ouyang, Junxiu Liu, Qiang Fu, Sheng Qin, Zhen Min, Xiaoguang Lin
2025 J jnl
EEG-based emotion detection using Long Short-Term Memory Network and reinforcement learning for enhanced feature selection.
Appl. Soft Comput.
Junxiu Liu, Guopei Wu, Qiang Fu, Yuling Luo, Su Yang, Senhui Qiu, Yi Cao, Wei Li
2025 J jnl
Encrypted Spiking Neural Networks Based on Adaptive Differential Privacy Mechanism.
Entropy
Xiwen Luo, Qiang Fu, Junxiu Liu, Yuling Luo, Sheng Qin, Xue Ouyang
2025 J jnl
Enhancing the Robustness of Random Boolean Networks by Epigenetic Regulation.
IEEE Trans. Comput. Biol. Bioinform.
Junxiu Liu, Jufang Dai, Qiang Fu, Min Su, Yuling Luo, Sheng Qin, Su Yang, Lingxi Ma
2025 — conf
Event Data Classification Using TPE-Based Deep Spiking Neural Networks.
ICIC (22)
Junxiu Liu, Huazhi Liu, Qiang Fu, Yuling Luo, Sheng Qin, Xiwen Luo, Yeqing Xiong
2025 J jnl
Memory-augmented-based meta-learning framework for cross-subject motor imagery classification.
Biomed. Signal Process. Control.
Junxiu Liu, Xuanyu Zhao, Yuling Luo, Sheng Qin, Qiang Fu, Hongxiao Tan
2025 J jnl
Multi-scale and deeply supervised network for image splicing localization.
Frontiers Artif. Intell.
Sheng Qin, Ce Liang, Yuling Luo, Junxiu Liu, Qiang Fu, Xue Ouyang
2025 — conf
Privacy-Preserving Framework for k-Modes Clustering Based on Personalized Local Differential Privacy.
ICICS (1)
Yuling Luo, Zhangrui Wang, Xue Ouyang, Siyuan Zu, Qiang Fu, Sheng Qin, Junxiu Liu
2025 J jnl
Time series correlated key-value data collection with local differential privacy.
Comput. Secur.
Yuling Luo, Yali Wan, Xue Ouyang, Junxiu Liu, Qiang Fu, Sheng Qin, Ziqi Yuan, Tinghua Hu
2024 J jnl
A Blind and Robust Image Watermarking Algorithm in the Spatial Domain using Two-level Partition.
Mob. Networks Appl.
Liangjia Li, Yuling Luo, Junxiu Liu, Senhui Qiu
2024 J jnl
A two-branch encoder-decoder network for image tampering localization.
Appl. Soft Comput.
Yuling Luo, Ce Liang, Sheng Qin, Junxiu Liu, Qiang Fu, Su Yang
2024 B conf
A watermark-based framework to actively protect deep neural networks.
IJCNN
Yuling Luo, Yuanze Li, Shunsheng Zhang, Junxiu Liu, Sheng Qin
2024 J jnl
An image compression-then-encryption algorithm using piecewise asymptotic deterministic random measurement matrix.
Multim. Tools Appl.
Yuling Luo, Xianya Huang, Shunsheng Zhang, Junxiu Liu
2024 J jnl
Chinese nested entity recognition method for the finance domain based on heterogeneous graph network.
Inf. Process. Manag.
Han Zhang, Yiping Dang, Yazhou Zhang, Siyuan Liang, Junxiu Liu, Lixia Ji
2024 J jnl
Copyright protection framework for federated learning models against collusion attacks.
Inf. Sci.
Yuling Luo, Yuanze Li, Sheng Qin, Qiang Fu, Junxiu Liu
2024 J jnl
DSIFNet: Implicit feature network for nasal cavity and vestibule segmentation from 3D head CT.
Comput. Medical Imaging Graph.
Yi Lu, Hongjian Gao, Jikuan Qiu, Zihan Qiu, Junxiu Liu, Xiangzhi Bai
2024 J jnl
Energy efficient multi-user task offloading through active RIS with hybrid TDMA-NOMA transmission.
J. Netw. Comput. Appl.
Baoshan Lu, Junli Fang, Junxiu Liu, Xuemin Hong
2024 J jnl
Formation and evolution of apple (Malus pumila Mill.) bruising based on high-speed camera verification and finite element method.
Comput. Electron. Agric.
Changsu Xu, Junxiu Liu, Xiangfei Huang, Yunwu Li
2024 J jnl
Mathematical Modeling of PI3K/Akt Pathway in Microglia.
Neural Comput.
Alireza Poshtkohi, John J. Wade, Liam McDaid, Junxiu Liu, Mark Dallas, Angela Bithell
2024 J jnl
The open banking era: An optimal model for the emergency fund.
Expert Syst. Appl.
Junxiu Liu, Shaodong Huang, Qiang Fu, Yuling Luo, Sheng Qin, Yi Cao, Jia Zhai, Su Yang
2024 J jnl
Unidirectional and hierarchical on-chip interconnected architecture for large-scale hardware spiking neural networks.
Neurocomputing
Junxiu Liu, Dong Jiang, Qiang Fu, Yuling Luo, Yaohua Deng, Sheng Qin, Shunsheng Zhang
2023 J jnl
A Secure and Efficient Framework for Outsourcing Large-scale Matrix Determinant and Linear Equations.
ACM Trans. Embed. Comput. Syst.
Yuling Luo, Shiqi Zhang, Shunsheng Zhang, Junxiu Liu, Yanhu Wang, Su Yang
2023 J jnl
A grape disease identification and severity estimation system.
Multim. Tools Appl.
Haiping Shu, Junxiu Liu, Yifan Hua, Jian Chen, Shunsheng Zhang, Min Su, Yuling Luo
2023 J jnl
A novelty detection approach to effectively predict conversion from mild cognitive impairment to Alzheimer's disease.
Int. J. Mach. Learn. Cybern.
Shuo Liu, Yi Cao, Junxiu Liu, Xuemei Ding, Damien Coyle
2023 J jnl
Chinese named entity recognition method for the finance domain based on enhanced features and pretrained language models.
Inf. Sci.
Han Zhang, Xinyu Wang, Junxiu Liu, Lei Zhang, Lixia Ji
2023 C conf
Feature Extraction Methods for Neural Networks in the Classification of Structural Health Anomalies.
IJCCI
Natasha Hamilton, Jim Harkin, Liam McDaid, Junxiu Liu, Eoghan Furey
2023 J jnl
Hardware Spiking Neural Networks with Pair-Based STDP Using Stochastic Computing.
Neural Process. Lett.
Junxiu Liu, Yanhu Wang, Yuling Luo, Shunsheng Zhang, Dong Jiang, Yifan Hua, Sheng Qin, Su Yang
2023 J jnl
Improved reinforcement learning-based real-time energy scheduling for prosumer with elastic loads in smart grid.
Knowl. Based Syst.
Didi Liu, Pengpeng Cheng, Jun Cheng, Junxiu Liu, Meiqu Lu, Frank Jiang
2023 J jnl
Multiple intersections traffic signal control based on cooperative multi-agent reinforcement learning.
Inf. Sci.
Junxiu Liu, Sheng Qin, Min Su, Yuling Luo, Yanhu Wang, Su Yang
2023 J jnl
Spatiotemporal Optimization for the Placement of Automated External Defibrillators Using Mobile Phone Data.
ISPRS Int. J. Geo Inf.
Jielu Zhang, Lan Mu, Donglan Zhang, Janani Rajbhandari-Thapa, Zhuo Chen, José A. Pagán, Yan Li, Heejung Son, Junxiu Liu
2023 J jnl
Traffic signal control using reinforcement learning based on the teacher-student framework.
Expert Syst. Appl.
Junxiu Liu, Sheng Qin, Min Su, Yuling Luo, Shunsheng Zhang, Yanhu Wang, Su Yang
2022 J jnl
An image encryption scheme based on particle swarm optimization algorithm and hyperchaotic system.
Soft Comput.
Yuling Luo, Xue Ouyang, Junxiu Liu, Lvchen Cao, Yanli Zou
2022 J jnl
CONCEAL: A robust dual-color image watermarking scheme.
Expert Syst. Appl.
Yuling Luo, Fangxiao Wang, Shanshan Xu, Shunsheng Zhang, Liangjia Li, Min Su, Junxiu Liu
2022 J jnl
COVER: A Secure Blind Image Watermarking Scheme.
Circuits Syst. Signal Process.
Yuling Luo, Fangxiao Wang, Junxiu Liu, Liangjia Li, Su Yang, Shunsheng Zhang
2022 B conf
Covid-19 Diagnosis via Voice Using Online Sequential Extreme Learning Machine.
IJCNN
Ling Xiong, Junxiu Liu, Min Su, Shunsheng Zhang, Guopei Wu, Haiping Shu, Bingxiong Jiang
2022 — conf
De-redundancy in a random boolean network using knockout.
GECCO Companion
Junxiu Liu, Jufang Dai, Min Su, Shunsheng Zhang, Yifan Hua, Yanhu Wang, Haiping Shu
2022 — conf
Efficient PCA-based image compression via secure outsourcing edge cloud.
HPCC/DSS/SmartCity/DependSys
Yuling Luo, Shiqi Zhang, Shunsheng Zhang, Junxiu Liu, Ce Liang, Su Yang
2022 C conf
Efficient-Secure k-means Clustering Guaranteeing Personalized Local Differential Privacy.
ICA3PP
Yuling Luo, Zhangrui Wang, Shunsheng Zhang, Junxiu Liu
2022 J jnl
Federated learning-based vertebral body segmentation.
Eng. Appl. Artif. Intell.
Junxiu Liu, Xiuhao Liang, Rixing Yang, Yuling Luo, Hao Lu, Liangjia Li, Shunsheng Zhang, Su Yang
2022 J jnl
Intelligent Traffic Light Control by Exploring Strategies in an Optimised Space of Deep Q-Learning.
IEEE Trans. Veh. Technol.
Junxiu Liu, Sheng Qin, Yuling Luo, Yanhu Wang, Su Yang
2022 J jnl
Machine Learning-Based Similarity Attacks for Chaos-Based Cryptosystems.
IEEE Trans. Emerg. Top. Comput.
Junxiu Liu, Shunsheng Zhang, Yuling Luo, Lvchen Cao
2021 J jnl
A multi-scale image watermarking based on integer wavelet transform and singular value decomposition.
Expert Syst. Appl.
Yuling Luo, Liangjia Li, Junxiu Liu, Shunbin Tang, Lvchen Cao, Shunsheng Zhang, Senhui Qiu, Yi Cao
2021 J jnl
Alzheimer's disease detection using depthwise separable convolutional neural networks.
Comput. Methods Programs Biomed.
Junxiu Liu, Mingxing Li, Yuling Luo, Su Yang, Wei Li, Yifei Bi
2021 J jnl
An autonomous learning mobile robot using biological reward modulate STDP.
Neurocomputing
Hao Lu, Junxiu Liu, Yuling Luo, Yifan Hua, Senhui Qiu, Yongchuang Huang
2021 J jnl
An memristor-based synapse implementation using BCM learning rule.
Neurocomputing
Yongchuang Huang, Junxiu Liu, Jim Harkin, Liam McDaid, Yuling Luo
2021 J jnl
Counteracting dynamical degradation of a class of digital chaotic systems via Unscented Kalman Filter and perturbation.
Inf. Sci.
Yuling Luo, Yunqi Liu, Junxiu Liu, Shunbin Tang, Jim Harkin, Yi Cao
2021 — conf
High Speed True Random Number Generator Controlled by Logistic Map.
HPCC/DSS/SmartCity/DependSys
Yuling Luo, Shuming Han, Shunsheng Zhang, Yanhu Wang, Junxiu Liu
2021 J jnl
Mathematical modelling of human P2X-mediated plasma membrane electrophysiology and calcium dynamics in microglia.
PLoS Comput. Biol.
Alireza Poshtkohi, John J. Wade, Liam McDaid, Junxiu Liu, Mark Dallas, Angela Bithell
2021 J jnl
Minimally buffered deflection router for spiking neural network hardware implementations.
Neural Comput. Appl.
Junxiu Liu, Dong Jiang, Yuling Luo, Senhui Qiu, Yongchuang Huang
2021 J jnl
Predicting Networks-on-Chip traffic congestion with Spiking Neural Networks.
J. Parallel Distributed Comput.
Aqib Javed, Jim Harkin, Liam McDaid, Junxiu Liu
2021 — conf
Scaling Up The SNAP-ED Toolkit Interventions to Improve Fruit and Vegetable Consumption Across Counties in Georgia: An Agent-Based Model.
ANNSIM
Donglan Zhang, Janani J. Thapa, Gang Li, Heejung Son, Zhuo Chen, Lan Mu, Yan Li, Junxiu Liu, José A. Pagán, Philippe J. Giabbanelli
2021 — conf
Spiking Neural Network-based Structural Health Monitoring Hardware System.
SSCI
Aqib Javed, Jim Harkin, Liam McDaid, Junxiu Liu
2021 J jnl
Spiking neural network-based multi-task autonomous learning for mobile robots.
Eng. Appl. Artif. Intell.
Junxiu Liu, Hao Lu, Yuling Luo, Su Yang
2021 J jnl
Zero-shot fine-grained entity typing in information security based on ontology.
Knowl. Based Syst.
Han Zhang, Jiaxian Zhu, Jicheng Chen, Junxiu Liu, Lixia Ji
2020 — conf
A Robust Watermarking Scheme with High Security and Low Computational Complexity.
SecureComm (2)
Liangjia Li, Yuling Luo, Junxiu Liu, Senhui Qiu, Lanhang Li
2020 Misc conf
An Energy-aware Spiking Neural Network Hardware Mapping based on Particle Swarm Optimization and Genetic Algorithm.
CODES+ISSS
Junxiu Liu, Xingyue Huang, Dong Jiang, Yuling Luo
2020 J jnl
An echo state network architecture based on quantum logic gate and its optimization.
Neurocomputing
Junxiu Liu, Tiening Sun, Yuling Luo, Su Yang, Yi Cao, Jia Zhai
2020 A conf
AstroByte: Multi-FPGA Architecture for Accelerated Simulations of Spiking Astrocyte Neural Networks.
DATE
Shvan Karim, Jim Harkin, Liam McDaid, Bryan Gardiner, Junxiu Liu
2020 — conf
Automatic Segmentation and Diagnosis of Intervertebral Discs Based on Deep Neural Networks.
ICONIP (4)
Xiuhao Liang, Junxiu Liu, Yuling Luo, Guopei Wu, Shunsheng Zhang, Senhui Qiu
2020 J jnl
Case Study - Spiking Neural Network Hardware System for Structural Health Monitoring.
Sensors
Lili Pang, Junxiu Liu, Jim Harkin, George Martin, Malachy McElholm, Aqib Javed, Liam McDaid
2020 B conf
Cryptanalysis of a Chaos-based Block Cryptosystem Using Multiple Samples Correlation Power Analysis.
TrustCom
Shunsheng Zhang, Yuling Luo, Lvchen Cao, Junxiu Liu
2020 J jnl
Cryptanalysis of a Chaotic Block Cryptographic System Against Template Attacks.
Int. J. Bifurc. Chaos
Yuling Luo, Shunsheng Zhang, Junxiu Liu, Lvchen Cao
2020 J jnl
Dynamic Energy Trading and Load Scheduling Algorithm for the End-User in Smart Grid.
IEEE Access
Didi Liu, Jiawen Xiao, Junxiu Liu, Xiaoming Yuan, Suping Zhang
2020 J jnl
EEG-Based Emotion Classification Using Spiking Neural Networks.
IEEE Access
Yuling Luo, Qiang Fu, Juntao Xie, Yunbai Qin, Guopei Wu, Junxiu Liu, Frank Jiang, Yi Cao, Xuemei Ding
2020 J jnl
Echo state network optimization using binary grey wolf algorithm.
Neurocomputing
Junxiu Liu, Tiening Sun, Yuling Luo, Su Yang, Yi Cao, Jia Zhai
2020 C conf
Exploring Spiking Neural Networks for Prediction of Traffic Congestion in Networks-on-Chip.
ISCAS
Aqib Javed, Jim Harkin, Liam McDaid, Junxiu Liu
2020 J jnl
Latent state recognition by an enhanced hidden Markov model.
Expert Syst. Appl.
Yuan Yao, Yi Cao, Jia Zhai, Junxiu Liu, Mengyuan Xiang, Lu Wang
2020 — conf
Multi-Ring on-Chip Interconnected Architecture for Spiking Neural Network Hardware Implementations.
HPCC/DSS/SmartCity
Junxiu Liu, Dong Jiang, Yuling Luo, Senhui Qiu
2020 — conf
Sensor Drift Compensation Using Robust Classification Method.
ICONIP (3)
Guopei Wu, Junxiu Liu, Yuling Luo, Senhui Qiu
2020 J jnl
Sentiment Classification for Chinese Text Based on Interactive Multitask Learning.
IEEE Access
Han Zhang, Shaoqi Sun, Yongjin Hu, Junxiu Liu, Yuanbo Guo
2019 — conf
A Block Cryptographic Algorithm for Wireless Sensor Networks Based on Hybrid Chaotic Map.
HPCC/SmartCity/DSS
Yuling Luo, Lieyang Yao, Junxiu Liu, Dezheng Zhang, Lvchen Cao
2019 J jnl
A Chaotic Block Cryptographic System Resistant to Power Analysis Attack.
Int. J. Bifurc. Chaos
Yuling Luo, Dezheng Zhang, Junxiu Liu
2019 — conf
A Colour Image Encryption Using Genetic Operators and Generalized Henon Chaotic Mapping.
HPCC/SmartCity/DSS
Yuling Luo, Xue Ouyang, Junxiu Liu, Lvchen Cao
2019 J jnl
A robust image encryption algorithm based on Chua's circuit and compressive sensing.
Signal Process.
Yuling Luo, Jia Lin, Junxiu Liu, Duqu Wei, Lvchen Cao, Ronglong Zhou, Yi Cao, Xuemei Ding
2019 J jnl
An Image Encryption Method Based on Elliptic Curve Elgamal Encryption and Chaotic Systems.
IEEE Access
Yuling Luo, Xue Ouyang, Junxiu Liu, Lvchen Cao
2019 J jnl
An Optimized Image Watermarking Method Based on HD and SVD in DWT Domain.
IEEE Access
Junxiu Liu, Jiadong Huang, Yuling Luo, Lvchen Cao, Su Yang, Duqu Wei, Ronglong Zhou
2019 — conf
Autonomous Learning Paradigm for Spiking Neural Networks.
ICANN (1)
Junxiu Liu, Liam McDaid, Jim Harkin, Shvan Karim, Anju P. Johnson, David M. Halliday, Andy M. Tyrrell, Jon Timmis, Alan G. Millard, James A. Hilder
2019 J jnl
Bio-inspired fault detection circuits based on synapse and spiking neuron models.
Neurocomputing
Junxiu Liu, Yongchuang Huang, Yuling Luo, Jim Harkin, Liam McDaid
2019 J jnl
ECM-IBS: A Chebyshev Map-Based Broadcast Authentication for Wireless Sensor Networks.
Int. J. Bifurc. Chaos
Yuling Luo, Yunqi Liu, Junxiu Liu, Xue Ouyang, Yi Cao, Xuemei Ding
2019 J jnl
Exploring Self-Repair in a Coupled Spiking Astrocyte Neural Network.
IEEE Trans. Neural Networks Learn. Syst.
Junxiu Liu, Liam McDaid, Jim Harkin, Shvan Karim, Anju P. Johnson, Alan G. Millard, James A. Hilder, David M. Halliday, Andy M. Tyrrell, Jon Timmis
2019 Misc conf
Hardware Tripartite Synapse Architecture based on Stochastic Computing.
TASE
Junxiu Liu, Zhewei Liang, Yuling Luo, Jiadong Huang, Su Yang
2019 — conf
Hash Hardware Generator Based on Mutual Perturbed Logistic Map.
HPCC/SmartCity/DSS
Yuling Luo, Shuming Han, Junxiu Liu, Zhewei Liang, Su Yang
2019 — conf
Human Body Posture Recognition Using Wearable Devices.
ICANN (Workshop)
Junxiu Liu, Mingxing Li, Yuling Luo, Su Yang, Senhui Qiu
2019 J jnl
Mass Spectral Substance Detections Using Long Short-Term Memory Networks.
IEEE Access
Junxiu Liu, Jinlei Zhang, Yuling Luo, Su Yang, Jinling Wang, Qiang Fu
2019 — conf
Multi-objective Spiking Neural Network Hardware Mapping Based on Immune Genetic Algorithm.
ICANN (1)
Junxiu Liu, Xingyue Huang, Yongchuang Huang, Yuling Luo, Su Yang
2018 J jnl
A Double-Image Encryption Scheme Based on Amplitude-Phase Encoding and Discrete Complex Random Transformation.
IEEE Access
Yuling Luo, Shunbin Tang, Xingsheng Qin, Lvchen Cao, Frank Jiang, Junxiu Liu
2018 J jnl
A paired neural network model for tourist arrival forecasting.
Expert Syst. Appl.
Yuan Yao, Yi Cao, Xuemei Ding, Jia Zhai, Junxiu Liu, Yuling Luo, Shuai Ma, Kailin Zou
2018 J jnl
An Efficient, Low-Cost Routing Architecture for Spiking Neural Network Hardware Implementations.
Neural Process. Lett.
Yuling Luo, Lei Wan, Junxiu Liu, Jim Harkin, Yi Cao
2018 J jnl
An efficient and self-adapting colour-image encryption algorithm based on chaos and interactions among multiple layers.
Multim. Tools Appl.
Yuling Luo, Ronglong Zhou, Junxiu Liu, Senhui Qiu, Yi Cao
2018 J jnl
Cryptanalysis of Chaos-Based Cryptosystem from the Hardware Perspective.
Int. J. Bifurc. Chaos
Yuling Luo, Dezheng Zhang, Junxiu Liu, Yunqi Liu, Yi Cao, Xuemei Ding
2018 C conf
FPGA-based Fault-injection and Data Acquisition of Self-repairing Spiking Neural Network Hardware.
ISCAS
Shvan Karim, Jim Harkin, Liam McDaid, Bryan Gardiner, Junxiu Liu, David M. Halliday, Andy M. Tyrrell, Jon Timmis, Alan G. Millard, Anju P. Johnson
2018 Misc conf
Fault-Tolerant Learning in Spiking Astrocyte-Neural Networks on FPGAs.
VLSID
Anju P. Johnson, Junxiu Liu, Alan G. Millard, Shvan Karim, Andy M. Tyrrell, Jim Harkin, Jon Timmis, Liam McDaid, David M. Halliday
2018 — conf
Financial Data Forecasting Using Optimized Echo State Network.
ICONIP (5)
Junxiu Liu, Tiening Sun, Yuling Luo, Qiang Fu, Yi Cao, Jia Zhai, Xuemei Ding
2018 — conf
Forest fire detection using spiking neural networks.
CF
Yuling Luo, Qian Lu, Junxiu Liu, Qiang Fu, Jim Harkin, Liam McDaid, Jordi Martínez-Corral, Guillermo Biot-Marí
2018 J jnl
Homeostatic Fault Tolerance in Spiking Neural Networks: A Dynamic Hardware Perspective.
IEEE Trans. Circuits Syst. I Regul. Pap.
Anju P. Johnson, Junxiu Liu, Alan G. Millard, Shvan Karim, Andy M. Tyrrell, Jim Harkin, Jon Timmis, Liam McDaid, David M. Halliday
2018 B conf
Improving the Stability for Spiking Neural Networks Using Anti-noise Learning Rule.
PRICAI
Yuling Luo, Qiang Fu, Junxiu Liu, Yongchuang Huang, Xuemei Ding, Yi Cao
2018 J jnl
On-chip communication for neuro-glia networks.
IET Comput. Digit. Tech.
George Martin, Jim Harkin, L. J. McDaid, John J. Wade, Junxiu Liu
2018 J jnl
Quantitative analysis of breast cancer diagnosis using a probabilistic modelling approach.
Comput. Biol. Medicine
Shuo Liu, Jinshu Zeng, Huizhou Gong, Hongqin Yang, Jia Zhai, Yi Cao, Junxiu Liu, Yuling Luo, Yuhua Li, Liam P. Maguire, Xuemei Ding
2018 J jnl
SPANNER: A Self-Repairing Spiking Neural Network Hardware Architecture.
IEEE Trans. Neural Networks Learn. Syst.
Junxiu Liu, Jim Harkin, Liam P. Maguire, Liam McDaid, John J. Wade
2018 — conf
Scalable Bio-inspired Fault Detection, Isolation and Recovery in NoCs.
SSCI
Malachy McElholm, Jim Harkin, Junxiu Liu, Liam McDaid
2018 — conf
Time-multiplexed System-on-Chip using Fault-tolerant Astrocyte-Neuron Networks.
SSCI
Anju P. Johnson, Junxiu Liu, Alan G. Millard, Shvan Karim, Andy M. Tyrrell, Jim Harkin, Jon Timmis, Liam McDaid, David M. Halliday
2017 — conf
A chaos-based self-adapting RGB image permutation scheme.
ICNC-FSKD
Yuling Luo, Ronglong Zhou, Lvchen Cao, Junxiu Liu, Jinjie Bi, Yi Cao, Senhui Qiu
2017 — conf
An Efficient Hardware Architecture for Multilayer Spiking Neural Networks.
ICONIP (6)
Yuling Luo, Lei Wan, Junxiu Liu, Jinlei Zhang, Yi Cao
2017 — conf
An Energy-Aware Hybrid Particle Swarm Optimization Algorithm for Spiking Neural Network Mapping.
ICONIP (3)
Junxiu Liu, Xingyue Huang, Yuling Luo, Yi Cao
2017 — conf
An Extended Algorithm Using Adaptation of Momentum and Learning Rate for Spiking Neurons Emitting Multiple Spikes.
IWANN (1)
Yuling Luo, Qiang Fu, Junxiu Liu, Jim Harkin, Liam McDaid, Yi Cao
2017 — conf
Assessing Self-Repair on FPGAs with Biologically Realistic Astrocyte-Neuron Networks.
ISVLSI
Shvan Karim, Jim Harkin, Liam McDaid, Bryan Gardiner, Junxiu Liu, David M. Halliday, Andy M. Tyrrell, Jon Timmis, Alan G. Millard, Anju P. Johnson
2017 J jnl
Counteracting Dynamical Degradation of Digital Chaotic Chebyshev Map via Perturbation.
Int. J. Bifurc. Chaos
Yunqi Liu, Yuling Luo, Shuxiang Song, Lvchen Cao, Junxiu Liu, Jim Harkin
2017 J jnl
Data analytics enhanced component volatility model.
Expert Syst. Appl.
Yuan Yao, Jia Zhai, Yi Cao, Xuemei Ding, Junxiu Liu, Yuling Luo
2017 — conf
Homeostatic fault tolerance in spiking neural networks utilizing dynamic partial reconfiguration of FPGAs.
FPT
Anju P. Johnson, Junxiu Liu, Alan G. Millard, Shvan Karim, Andy M. Tyrrell, Jim Harkin, Jon Timmis, Liam McDaid, David M. Halliday
2017 J jnl
Layered tile architecture for efficient hardware spiking neural networks.
Microprocess. Microsystems
Lei Wan, Junxiu Liu, Jim Harkin, Liam McDaid, Yuling Luo
2017 — conf
Self-repairing Learning Rule for Spiking Astrocyte-Neuron Networks.
ICONIP (6)
Junxiu Liu, Liam McDaid, Jim Harkin, John J. Wade, Shvan Karim, Anju P. Johnson, Alan G. Millard, David M. Halliday, Andy M. Tyrrell, Jon Timmis
2016 — conf
An FPGA-based hardware-efficient fault-tolerant astrocyte-neuron network.
SSCI
Anju P. Johnson, David M. Halliday, Alan G. Millard, Andy M. Tyrrell, Jon Timmis, Junxiu Liu, Jim Harkin, Liam McDaid, Shvan Karim
2016 — conf
Astrocyte to spiking neuron communication using Networks-on-Chip ring topology.
SSCI
George Martin, Jim Harkin, Liam McDaid, John J. Wade, Junxiu Liu, Fearghal Morgan
2016 J jnl
Fault-Tolerant Networks-on-Chip Routing With Coarse and Fine-Grained Look-Ahead.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Junxiu Liu, Jim Harkin, Yuhua Li, Liam P. Maguire
2016 — conf
Hierarchical Networks-on-Chip Interconnect for Astrocyte-Neuron Network Hardware.
ICANN (1)
Junxiu Liu, Jim Harkin, Liam McDaid, George Martin
2016 J jnl
Scalable Networks-on-Chip Interconnected Architecture for Astrocyte-Neuron Networks.
IEEE Trans. Circuits Syst. I Regul. Pap.
Junxiu Liu, Jim Harkin, Liam P. Maguire, Liam McDaid, John J. Wade, George Martin
2016 C conf
Self-repairing hardware with astrocyte-neuron networks.
ISCAS
Junxiu Liu, Jim Harkin, Liam P. Maguire, Liam McDaid, John J. Wade, Malachy McElholm
2016 B conf
Self-repairing mobile robotic car using astrocyte-neuron networks.
IJCNN
Junxiu Liu, Jim Harkin, Liam McDaid, David M. Halliday, Andy M. Tyrrell, Jon Timmis
2016 — conf
Short-Term Electrical Load Forecasting Based on Fuzzy Logic Control and Improved Back Propagation Algorithm.
SmartGIFT
Lei Wan, Junxiu Liu, Senhui Qiu, Mingcan Cen, Yuling Luo
2015 J jnl
A symmetrical image encryption scheme in wavelet and time domain.
Commun. Nonlinear Sci. Numer. Simul.
Yuling Luo, Minghui Du, Junxiu Liu
2015 C conf
Case study: Bio-inspired self-adaptive strategy for spike-based PID controller.
ISCAS
Junxiu Liu, Jim Harkin, Malachy McElholm, Liam McDaid, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
2015 — conf
Fine-Grained Fault-Tolerant Adaptive Routing for Networks-on-Chip.
ICA3PP (4)
Junxiu Liu, Jim Harkin, Liam P. Maguire, Yuhua Li, Lei Wan, Yuling Luo
2015 J jnl
Low cost fault-tolerant routing algorithm for Networks-on-Chip.
Microprocess. Microsystems
Junxiu Liu, Jim Harkin, Yuhua Li, Liam P. Maguire
2015 — —
Self-correcting strategy for networks-on-chip interconnect.
Junxiu Liu
2014 — conf
Hardware Implementation of Cryptographic Hash Function Based on Spatiotemporal Chaos.
SecureComm (1)
Yuling Luo, Junxiu Liu, Lvchen Cao, Jinjie Bi, Senhui Qiu
2014 — conf
Low Overhead Monitor Mechanism for Fault-Tolerant Analysis of NoC.
MCSoC
Junxiu Liu, Jim Harkin, Yuhua Li, Liam P. Maguire, Alejandro Linares-Barranco
2014 — conf
Online fault detection for Networks-on-Chip interconnect.
AHS
Junxiu Liu, Jim Harkin, Yuhua Li, Liam P. Maguire
2014 J jnl
Online traffic-aware fault detection for networks-on-chip.
J. Parallel Distributed Comput.
Junxiu Liu, Jim Harkin, Yuhua Li, Liam P. Maguire
2011 — conf
Topological optimization of pedestal based on variable density method.
EMEIT
Junxiu Liu, Zongquan Deng, Honghao Yue
2009 — conf
The Intelligent Reconfigurable Measuring Node Based on Wireless Access Network.
CIS (1)
Liming Wu, Junxiu Liu, Ji Zhang, Yuling Luo